Github user mridulm commented on a diff in the pull request: https://github.com/apache/spark/pull/16389#discussion_r93787886 --- Diff: core/src/test/scala/org/apache/spark/ExecutorAllocationManagerSuite.scala --- @@ -938,6 +938,33 @@ class ExecutorAllocationManagerSuite assert(removeTimes(manager) === Map.empty) } + test("SPARK-18981: maxNumExecutorsNeeded should properly handle speculated tasks") { + sc = createSparkContext() + val manager = sc.executorAllocationManager.get + assert(maxNumExecutorsNeeded(manager) === 0) + + val stageInfo = createStageInfo(0, 1) + sc.listenerBus.postToAll(SparkListenerStageSubmitted(stageInfo)) + assert(maxNumExecutorsNeeded(manager) === 1) + + val taskInfo = createTaskInfo(1, 1, "executor-1") + val speculatedTaskInfo = createTaskInfo(2, 1, "executor-1") + sc.listenerBus.postToAll(SparkListenerTaskStart(0, 0, taskInfo)) + assert(maxNumExecutorsNeeded(manager) === 1) --- End diff -- This tests looks wrong - taskIndex is higher than numTasks ? Would be better for the test to : * Launch stage with 1 task. * Launch a normal task and 1 speculative task - with same taskIndex, but different taskId's * Finish normal task. * Ensure stage is completed. * Now finish speculative task and check if bug is not reproduced (it should be reproduced without this fix).
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